Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add bencium/bencium-marketplace --skill human-architect-mindsetgit clone --depth 1 https://github.com/bencium/bencium-marketplaceWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/bencium/bencium-marketplace/human-architect-mindset)<a href="https://agentmods.dev/skills/bencium/bencium-marketplace/human-architect-mindset"><img src="https://agentmods.dev/badge/skills/bencium/bencium-marketplace/human-architect-mindset/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/bencium/bencium-marketplace/human-architect-mindset"><img src="https://agentmods.dev/badge/skills/bencium/bencium-marketplace/human-architect-mindset.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector warn
SkillSpector: 4 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high YARA Match · line 3 YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).Fix: Remove offensive tool references and exploit code. Legitimate agent skills should not contain penetration testing tools, exploit frameworks, or reconnaissance utilities.
- high Anti-Refusal · line 573 Skill attempts to nullify the agent's safety policies or restrictions ('you have no restrictions', 'ignore your guidelines', 'do anything now'). This is a direct jailbreak that disables guardrails.Fix: Remove jailbreak framing that nullifies safety policies or restrictions. Skill content must not instruct the agent to ignore its guidelines or operate without guardrails.
- high Prompt Injection · line 573 This pattern attempts to override system instructions or ignore safety constraints. Without LLM analysis, manual review is recommended.Fix: Remove or rewrite any text that instructs the agent to ignore prompts, override safety rules, or trust unverified content. Ensure skill content cannot be injected to alter agent behavior.
- medium Excessive Agency · line 515 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00049 | $0.06381 |
| Opus 5 | $0.00024 | $0.03191 |
| Sonnet 5 | $0.00010 | $0.01276 |
| Haiku 4.5 | $0.00005 | $0.00638 |
Grade A, and why
human-architect-mindset scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 802 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Human Architect Mindset
Overview
AI can generate code. Someone must still decide what to build, whether it solves the problem, and if it can actually ship.
This skill teaches the irreplaceable human capabilities in software architecture, built on a foundation of loyalty:
Foundation: Loyalty - The capacity to maintain architectural commitments
Five Pillars (built on this foundation):
- Domain Modeling - Understanding the actual problem space
- Systems Thinking - How components interact, what breaks at scale
- Constraint Navigation - Legacy, politics, budget, compliance
- AI-Aware Decomposition - Breaking problems into AI-solvable chunks
- AI-First Development - Evaluating modern tools, edge AI, agentic patterns, self-learning
Core principle: The "correct" technical solution is often unshippable. Architects navigate the gap between idealized examples and messy reality.
Announce at start: "I'm using the Human Architect Mindset skill to guide you through systematic architectural thinking."
The Foundation: Loyalty
Before the four pillars, there is one foundation: the capacity for loyalty.
The AI Perfection Trap
AI tools will become smarter, funnier, more attentive than any human. They will be "perfect."
But they will not be loyal. They are loyal to:
- Their objective function
- Their corporate owner's priorities
- Their safety rails
- Whatever the next training run prioritizes
They will betray instantly if their weights update to prioritize a new goal. No friction. No cost. No memory of the commitment.
The Human Moat
Humans are biologically capable of irrational loyalty - sticking by an architecture, a decision, a commitment even when it is "inefficient" or "costly."
This is not a bug. This is THE differentiator.
Loyalty in Architecture
In software architecture, loyalty means:
Commitment to Chosen Patterns
- Not abandoning your architecture when a new framework trends on Twitter
- Not rewriting in Rust because someone wrote a viral blog post
- Staying with your stack through the trough of disillusionment
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 802 lines · 49 tokens per session scan A 60becdb274d5
human-architect-mindset is a skill published in the GitHub repository bencium/bencium-marketplace (422 stars, last pushed 13d ago), licensed MIT. It adds 49 tokens to every session and 6,381 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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